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Showing 1 to 3 of 3 for “"General-purpose Compression"”.
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General-purpose compression for sequential data using recurrent neural networks
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2022-11-11 without embargo terms
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Enhancing Cloud Database Performance: General-Purpose Compression and Workload-Driven Layout
… First, I propose ColumnConstruct- a general-purpose machine learning compression that uses a novel information-maximizing method for building input features. ColumnConstruct is competitive with existing ML compression methods for categorical data, but is not able to perform lossless …
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A Comparative Study of Data Transformations for Efficient XML and JSON Data Compression. An In-Depth Analysis of Data Transformation Techniques, including Tag and Capital Conversions, Character and Word N-Gram Transformations, and Domain-Specific Data Transforms using SMILES Data as a Case Study
… store and process this type of data using compression. Various general-purpose transforms and compression techniques exist that can be used to transform and compress XML data. More compact alternatives to XML data have been developed, namely JSON due to the verbosity of XML data. Similarly, …